已投稿
- Delving into Deep Representations for Aerial Image Retrieval: a comprehensive study[PDF].
G.-S. Xia, X. Tong, F. Hu.
IEEE Transactions on Geoscience and Remote Sensing, submitted.
- Mining Deep Semantic Representations for the Scene Classification of High-Resolution Remote Sensing Imagery [PDF].
G.-S. Xia, F. Hu, J. Hu.
IEEE Transactions on on Geoscience and Remote Sensing, submitted.
期刊文章
- AID: A benchmark dataset for performance evaluation of aerial scene classification [PDF].
G.-S. Xia, J. Hu, F. Hu, B. Shi, X. Bai, Y. Zhong, L. Zhang.
arXiv:1608.05167.
- Fast binary coding for the scene classification of high-resolution remote sensing imagery [PDF].
F. Hu, G.-S. Xia, J. Hu, Y. Zhong, K. Xu.
Remote Sensing, Vol.8, No.7, pp.555, 2016.
- A comparative study of sampling analysis in the scene classification of high-spatial-resolution remote sensing imagery [PDF].
J. Hu, G.-S. Xia, F. Hu, L. Zhang.
Remote Sensing, Vol.7, No.11, pp.14988-15013, 2015.
- Transferring deep convolutional neural networks for the scene classification of high-resolution remote sensing imagery [PDF].
F. Hu, G.-S. Xia, J. Hu, L. Zhang.
Remote Sensing, Vol.7, No.11, pp.14680-14707, 2015.
- Unsupervised feature learning via spectral clustering of patches for remotely sensed scene classification [PDF].
F. Hu, G.-S. Xia, Z. Wang, X. Huang, L. Zhang.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Vol.8, No.5, pp.2015-2030, 2015.
- Multi-level Max-margin Analysis for Semantic Classification of Satellite Images [PDF].
F. Hu, G.-S. Xia and H. Sun.
Wuhan University Journal of Natural Sciences, vol.20, no.1, pp.47-54, 2015. 该文于2014 年获武汉大学博士生英文科技论文大赛一等奖.
- Tile-level Annotation of Satellite Images Using Multi-level Max-margin Discriminative Random Field [PDF].
F. Hu, W. Yang, J. Chen and H. Sun.
Remote Sensing, vol.5, no.5, pp.2275-2291,2013.
会议文章
- Delving into Deep Representations for Remote Sensing Image Retrieval [PDF].
F. Hu, X. Tong, G.-S. Xia and L. Zhang
IEEE International Conference on Signal Processing (ICSP), Chengdu, Sichuan, 2016.
- Deep Sparse Representations for Land-Use Scene Classification in Remote Sensing Images [PDF]. (Oral)
F. Hu, G.-S. Xia and L. Zhang
IEEE International Conference on Signal Processing (ICSP), Chengdu, Sichuan, 2016.
- A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery [PDF].
J. Hu, G.-S. Xia, F. Hu, H. Sun and L. Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Milan, Italy, 2015.
- Fast binary coding for satellite image scene classification [PDF].
F. Hu, Z. Wang, G.-S. Xia, B. Luo and L. Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Milan, Italy, 2015.
- Unsupervised feature coding on local patch manifold for satellite image scene classification [PDF]. (Oral)
F. Hu, G.-S. Xia, Z. Wang, L. Zhang, H. Sun.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Quebec, Canada, 2014.
- Polarimetric Scattering Topic Model for Pol-SAR Image Annotation [PDF]. (Oral)
L. Zhou, J. Chen, F. Hu and H. Sun.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS): Melbourne, Australia, 2013.
Patent
- 夏桂松，刘钢，胡凡，张良培. 基于形态共生模式的纹理图像分类方法，申请号201410105398.5.
- 夏桂松，刘钢，胡凡，张良培. 基于拓扑树的非真实感图像渲染方法，申请号201410027475.X.
- 夏桂松，胡凡，张良培. 基于非监督学习的高分辨率遥感影像场景表达分类方法，申请号201410262170.7.
- 夏桂松，胡凡，张良培. 基于快速二值编码的高分辨率遥感影像场景表达分类方法，申请号201410262170.7.